Rangeet Pan | DeepAI

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Featured Co-authors

Sumit Gulwani
26 publications
Hridesh Rajan
25 publications
Nachiappan Nagappan
24 publications
Rahul Krishna
22 publications
Giang Nguyen
16 publications
Vu Le
13 publications
Saurabh Sinha
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Shuvendu Lahiri
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Michele Merler
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Md Johirul Islam
6 publications
Sumon Biswas
6 publications

∙ 08/06/2023

Understanding the Effectiveness of Large Language Models in Code Translation

Code translation aims to convert source code from one programming langua...

0 Rangeet Pan, et al. ∙

∙ 12/09/2022

Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and Replacement

Can we take a recurrent neural network (RNN) trained to translate betwee...

2 Sayem Mohammad Imtiaz, et al. ∙

∙ 11/30/2022

An Empirical Study on the Bugs Found while Reusing Pre-trained Natural Language Processing Models

In NLP, reusing pre-trained models instead of training from scratch has ...

0 Rangeet Pan, et al. ∙

∙ 12/06/2021

Manas: Mining Software Repositories to Assist AutoML

Today deep learning is widely used for building software. A software eng...

0 Giang Nguyen, et al. ∙

∙ 10/11/2021

Decomposing Convolutional Neural Networks into Reusable and Replaceable Modules

Training from scratch is the most common way to build a Convolutional Ne...

0 Rangeet Pan, et al. ∙

∙ 03/02/2021

Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis

Forking structure is widespread in the open-source repositories and that...

0 Rangeet Pan, et al. ∙

∙ 05/03/2020

Repairing Deep Neural Networks: Fix Patterns and Challenges

Significant interest in applying Deep Neural Network (DNN) has fueled th...

0 Md Johirul Islam, et al. ∙

∙ 06/27/2019

What Do Developers Ask About ML Libraries? A Large-scale Study Using Stack Overflow

Modern software systems are increasingly including machine learning (ML)...

0 Md Johirul Islam, et al. ∙

∙ 06/03/2019

A Comprehensive Study on Deep Learning Bug Characteristics

Deep learning has gained substantial popularity in recent years. Develop...

0 Md Johirul Islam, et al. ∙

∙ 05/30/2019

Identifying Classes Susceptible to Adversarial Attacks

Despite numerous attempts to defend deep learning based image classifier...

0 Rangeet Pan, et al. ∙

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